Canny Edge Detection Mastery
A Practical Guide to Implementing and Optimizing Edge Detection in Computer Graphics
Discover how to harness the power of Canny edge detection to elevate your computer graphics projects. This practical guide walks you through the complete journey of understanding, implementing, and optimizing one of the most influential edge detection algorithms in computer vision. You'll start by grasping the mathematical foundations that make Canny detection work, then progress through each algorithmic stage with clear explanations and code examples. Learn how to tune parameters for your specific use cases, integrate edge detection into graphics pipelines, and troubleshoot common challenges. Whether you're building object recognition systems, enhancing image segmentation, or extracting features for graphics processing, this book provides the knowledge and techniques you need. Packed with practical examples, performance optimization strategies, and real-world applications, you'll gain the confidence to implement Canny edge detection effectively and adapt it to your unique project requirements.
Est. Length
238 pages (11 chapters)
Language
English
Publication date
Dec 28, 2025
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